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AI Data Foundation
Interactive Runbook

ML 101: A Gentle Introduction

Fundamental concepts of machine learning with an accompanying interactive Jupyter notebook for hands-on learning.

Machine Learning Basics Tutorial Scikit-Learn
  1. 1
    Read the Concept Understand the architecture first
  2. 2
    Execute the Code Run in your local sandbox
  3. 3
    Evaluate & Extend Benchmark and inspect output
Prerequisites: Ensure you have Python 3.10+ or Docker installed. Run all commands inside a disposable virtual environment or container.

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